The first swing of the sledgehammer echoed through Amelia's kitchen. She dropped the dishrag, heart thudding against her ribs. She peered out the window. Mr. Henderson, normally a picture of placid retirement, was attacking his porch with a grimace of pure, untamed energy. The flower boxes she’d admired for years were now splintered debris.

He paused, wiping his brow with the back of his hand, a look of fierce determination etched on his face. Amelia’s jaw went slack. The old man, who could barely manage his groceries, was single-handedly demolishing half his house.

She found herself, almost against her will, stepping outside. “Mr. Henderson? Are you… are you alright?” she stammered, feeling a tremor in her voice. He looked up, his eyes bright with a feverish light, and simply grinned.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion astonished. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 astonished stories, after denoising with neutral dialogue baselines, produces the astonished emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the astonished vector is projected through the unembedding matrix.

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219